Doing meta-analysis with R: a hands-on guide
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| Main Authors: | , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press
2022
|
| Edition: | First edition |
| Subjects: | |
| Abstract: | "This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced, but highly relevant topics such as network meta-analysis, multi-/three-level meta-analyses, Bayesian meta-analysis approaches, SEM meta-analysis are also covered. A companion R package, dmetar, is introduced in the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide"-- |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xxvi, 474 Seiten Illustrationen, Diagramme |
| ISBN: | 9780367610074 9780367619770 |
Staff View
MARC
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| 337 | |b n |2 rdamedia | ||
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| 500 | |a Includes bibliographical references and index | ||
| 520 | 3 | |a "This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced, but highly relevant topics such as network meta-analysis, multi-/three-level meta-analyses, Bayesian meta-analysis approaches, SEM meta-analysis are also covered. A companion R package, dmetar, is introduced in the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide"-- | |
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| author | Harrer, Mathias Cuijpers, Pim 1956- Furukawa, Toshi A. Ebert, David Daniel 1979- |
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| discipline | Informatik Medizin |
| edition | First edition |
| format | Book |
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| genre_facet | Einführung |
| id | DE-604.BV047499246 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T19:21:13Z |
| institution | BVB |
| isbn | 9780367610074 9780367619770 |
| language | English |
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| physical | xxvi, 474 Seiten Illustrationen, Diagramme |
| publishDate | 2022 |
| publishDateSearch | 2022 |
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| publisher | CRC Press |
| record_format | marc |
| spelling | Harrer, Mathias Verfasser (DE-588)1242947167 aut Doing meta-analysis with R a hands-on guide Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert First edition Boca Raton ; London ; New York CRC Press 2022 xxvi, 474 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index "This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced, but highly relevant topics such as network meta-analysis, multi-/three-level meta-analyses, Bayesian meta-analysis approaches, SEM meta-analysis are also covered. A companion R package, dmetar, is introduced in the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide"-- Metaanalyse (DE-588)4169552-5 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Meta-analysis R (Computer program language) (DE-588)4151278-9 Einführung gnd-content Metaanalyse (DE-588)4169552-5 s R Programm (DE-588)4705956-4 s DE-188 Cuijpers, Pim 1956- Verfasser (DE-588)17274718X aut Furukawa, Toshi A. Verfasser (DE-588)1242947795 aut Ebert, David Daniel 1979- Verfasser (DE-588)112267600X aut Erscheint auch als Online-Ausgabe Harrer, Mathias Doing meta-analysis with R Boca Raton : CRC Press, 2021 9781003107347 |
| spellingShingle | Harrer, Mathias Cuijpers, Pim 1956- Furukawa, Toshi A. Ebert, David Daniel 1979- Doing meta-analysis with R a hands-on guide Metaanalyse (DE-588)4169552-5 gnd R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4169552-5 (DE-588)4705956-4 (DE-588)4151278-9 |
| title | Doing meta-analysis with R a hands-on guide |
| title_auth | Doing meta-analysis with R a hands-on guide |
| title_exact_search | Doing meta-analysis with R a hands-on guide |
| title_full | Doing meta-analysis with R a hands-on guide Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert |
| title_fullStr | Doing meta-analysis with R a hands-on guide Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert |
| title_full_unstemmed | Doing meta-analysis with R a hands-on guide Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert |
| title_short | Doing meta-analysis with R |
| title_sort | doing meta analysis with r a hands on guide |
| title_sub | a hands-on guide |
| topic | Metaanalyse (DE-588)4169552-5 gnd R Programm (DE-588)4705956-4 gnd |
| topic_facet | Metaanalyse R Programm Einführung |
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